{"title":"Characterization of Laser Drilling and Parametric Optimization Using Golden Jackal Optimizer","authors":"Amiya Kumar Sahoo, Dhananjay R. Mishra","doi":"10.1007/s12541-024-01070-z","DOIUrl":null,"url":null,"abstract":"<p>The rising applications of hybrid composites demand the best manufacturing quality solutions. This article uses a newly developed hybrid composite material of carbon, basalt and Kevlar-29 woven fibres manufactured for laser drilling operation for its characterization and optimization using a golden jackal optimizer. The Nd: YAG laser parameters used are lamp current (LC), pulse width (PW), stand-off distance (SoD) and compressed air pressure (CAP). The responses considered for this work are hole taper angle (HT) and average overcut (AvgOC). The experimental set was designed through the Box–Behnken design. Optimization has been carried out using the Golden Jackal optimizer. Optimized responses are theoretically obtained and validated with the confirmation experiment as LC = 220 A, PW = 3 ms, SoD = 1.1 mm and CAP = 12 kg/cm<sup>2</sup>. Whereas predicted and experimental values of HT and AvgOC are recorded as 0.113° and 0.125° and 0.066 and 0.098 mm, respectively. The confirmatory experiment yielded a good agreement with the predicted responses.</p>","PeriodicalId":14359,"journal":{"name":"International Journal of Precision Engineering and Manufacturing","volume":null,"pages":null},"PeriodicalIF":1.9000,"publicationDate":"2024-06-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Precision Engineering and Manufacturing","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1007/s12541-024-01070-z","RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"Engineering","Score":null,"Total":0}
引用次数: 0
Abstract
The rising applications of hybrid composites demand the best manufacturing quality solutions. This article uses a newly developed hybrid composite material of carbon, basalt and Kevlar-29 woven fibres manufactured for laser drilling operation for its characterization and optimization using a golden jackal optimizer. The Nd: YAG laser parameters used are lamp current (LC), pulse width (PW), stand-off distance (SoD) and compressed air pressure (CAP). The responses considered for this work are hole taper angle (HT) and average overcut (AvgOC). The experimental set was designed through the Box–Behnken design. Optimization has been carried out using the Golden Jackal optimizer. Optimized responses are theoretically obtained and validated with the confirmation experiment as LC = 220 A, PW = 3 ms, SoD = 1.1 mm and CAP = 12 kg/cm2. Whereas predicted and experimental values of HT and AvgOC are recorded as 0.113° and 0.125° and 0.066 and 0.098 mm, respectively. The confirmatory experiment yielded a good agreement with the predicted responses.
期刊介绍:
The International Journal of Precision Engineering and Manufacturing accepts original contributions on all aspects of precision engineering and manufacturing. The journal specific focus areas include, but are not limited to:
- Precision Machining Processes
- Manufacturing Systems
- Robotics and Automation
- Machine Tools
- Design and Materials
- Biomechanical Engineering
- Nano/Micro Technology
- Rapid Prototyping and Manufacturing
- Measurements and Control
Surveys and reviews will also be planned in consultation with the Editorial Board.